##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 247472  33.038%  (99.072% of non-spam corpus)
# Correctly spam:     359893  48.047%  (72.085% of spam corpus)
# False positives:      2317  0.309%  (0.928% of nonspam, 145787 weighted)
# False negatives:    139369  18.606%  (27.915% of spam, 337255 weighted)
# Average score for spam:  6.9    nonspam: 0.7
# Average for false-pos:   6.3  false-neg: 2.4
# TOTAL:              749051  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30870  99.09%
# Correctly spam:      45351  72.74%
# False positives:       285  0.91%
# False negatives:     16993  27.26%
# TCR(l=50): 1.995455  SpamRecall: 72.743%  SpamPrec: 99.375%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 242414  97.05%
# Correctly spam:     198907  39.84%
# False positives:      7375  2.95%
# False negatives:    300355  60.16%
# TCR(l=50): 0.746164  SpamRecall: 39.840%  SpamPrec: 96.425%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30191  96.91%
# Correctly spam:      24766  39.72%
# False positives:       964  3.09%
# False negatives:     37578  60.28%
# TCR(l=50): 0.726806  SpamRecall: 39.725%  SpamPrec: 96.253%